"According to the study, in principle, cortex-wide organizational structures might be by-products of development or evolution that serve no computational function; but the fact that the same organizational structures can be observed for several species and across most cortical areas suggests that the lognormal distribution serves some purpose."
Why would lognormal distribution necessarily need of serve a purpose rather than arising as a result of some fundamental biological process? That would also explain the same.